#drug-discovery2 articles

2 articles

AIBullisharXiv – CS AI · 4h ago7

🧠

VCWorld: A Biological World Model for Virtual Cell Simulation

Researchers have developed VCWorld, a new AI-powered biological simulation system that combines large language models with structured biological knowledge to predict cellular responses to drug perturbations. The system operates as a 'white-box' model, providing interpretable predictions and mechanistic insights while achieving state-of-the-art performance in drug perturbation benchmarks.

AIBullisharXiv – CS AI · 4h ago4

🧠

GenAI-Net: A Generative AI Framework for Automated Biomolecular Network Design

Researchers have developed GenAI-Net, a generative AI framework that automates the design of chemical reaction networks (CRNs) for synthetic biology applications. The system can automatically generate biomolecular circuits for various functions including logic gates, oscillators, and classifiers, potentially accelerating the development of biomanufacturing and therapeutic technologies.